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The Impact of the Indonesian Health Card Program: A Matching Estimator Approach

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  • Meliyanni Johar

    ()
    (School of Economics, The University of New South Wales)

Abstract

This study evaluates the effectiveness of a pro-poor nation-wide health card program in Indonesia which provides free basic health care at public health facilities. To quantify the effect of the program, it departs from the traditional regression-based approach in the literature to employ propensity score matching to reduce the selection bias due to non-random health card distribution. The setting of the program and the richness of the data set support this strategy in providing accurate estimates of the program’s effect on its recipients. The result finds that in general the health card program only has limited impact on the consumption of primary health care by its recipients. This finding suggests the presence of other factors that are counteracting the generous demand incentive.

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Bibliographic Info

Paper provided by School of Economics, The University of New South Wales in its series Discussion Papers with number 2007-30.

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Length: 43 pages
Date of creation: Oct 2007
Date of revision:
Handle: RePEc:swe:wpaper:2007-30

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Keywords: Impact evaluation; health sector reform; Indonesia;

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Citations

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Cited by:
  1. Johar, Meliyanni, 2010. "The effect of a public health card program on the supply of health care," Social Science & Medicine, Elsevier, vol. 70(10), pages 1527-1535, May.
  2. Astrid Kiil, 2012. "Does employment-based private health insurance increase the use of covered health care services? A matching estimator approach," International Journal of Health Care Finance and Economics, Springer, vol. 12(1), pages 1-38, March.
  3. Pangaribowo, Evita Hanie, 2012. "The Impact of ‘Rice for the Poor’ on Household Consumption," 2012 Conference (56th), February 7-10, 2012, Freemantle, Australia 124358, Australian Agricultural and Resource Economics Society.
  4. Landiyanto, Erlangga Agustino, 2009. "The Impact of Health Card Program on Access to Reproductive Health Services: An Indonesian Experience," MPRA Paper 38856, University Library of Munich, Germany.
  5. Chu, Xueling & Chen, Qihui & Fang, Xiangming, 2013. "Can National Health Insurance Programs Improve Health Outcomes?—Re-Examining the Case of the New Cooperative Medical Scheme in Rural China," 2013 Annual Meeting, August 4-6, 2013, Washington, D.C. 150488, Agricultural and Applied Economics Association.
  6. Liu, Dan & Tsegai, Daniel W., 2011. "The New Cooperative Medical Scheme (NCMS) and its implications for access to health care and medical expenditure: Evidence from rural China," Discussion Papers 116746, University of Bonn, Center for Development Research (ZEF).
  7. Pangaribowo, Evita Hanie, 2012. "Heterogenous Impact of ‘Rice for the Poor’ Program in Indonesia," 86th Annual Conference, April 16-18, 2012, Warwick University, Coventry, UK 134755, Agricultural Economics Society.
  8. Bruno Martorano & Chris De Neubourg & Marco Sanfilippo & UNICEF Innocenti Research Centre, 2012. "The Impact of Social Protection on Children: A review of the literature," Innocenti Working Papers inwopa666, UNICEF Innocenti Research Centre.
  9. Cuong Viet Nguyen, 2012. "The Impact Of Voluntary Health Insurance On Health Care Utilization And Out‐Of‐Pocket Payments: New Evidence For Vietnam," Health Economics, John Wiley & Sons, Ltd., vol. 21(8), pages 946-966, 08.

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